5 papers
Angle of Arrival Estimation for Gesture Recognition from reflective body-worn tags
Sahar Golipoor, Reza Ghazalian, Ines Lobato Mesquita +1
We investigate hand gesture recognition by leveraging passive reflective tags worn on the body. Considering a large set of gestures, distinct patterns are difficult to be captured…
Gesture Recognition from body-Worn RFID under Missing Data
Sahar Golipoor, Richard T. Brophy, Ying Liu +2
We explore hand-gesture recognition through the use of passive body-worn reflective tags. A data processing pipeline is proposed to address the issue of missing data. Specifically,…
ImmCOGNITO: Identity Obfuscation in Millimeter-Wave Radar-Based Gesture Recognition for IoT Environments
Ying Liu, Si Zuo, Chao Yang +3
Millimeter-Wave (mmWave) radar enables camera-free gesture recognition for Internet of Things (IoT) interfaces, with robustness to lighting variations and partial occlusions. Howev…
Low-Power On-Device Gesture Recognition with Einsum Networks
Sahar Golipoor, Lingyun Yao, Martin Andraud +1
We design a gesture-recognition pipeline for networks of distributed, resource constrained devices utilising Einsum Networks. Einsum Networks are probabilistic circuits that featur…
RF-Behavior: A Multimodal Radio-Frequency Dataset for Human Behavior and Emotion Analysis
Si Zuo, Yuqing Song, Sahar Golipoor +3
Recent research has demonstrated the complementary nature of camera-based and inertial data for modeling human gestures, activities, and sentiment. Yet, despite its growing importa…